Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals. - AmirEmad Ghassami; Andrew Ying; Ilya Shpitser; Eric Tchetgen Tchetgen (CoRR, 2021)

Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference. - AmirEmad Ghassami; Andrew Ying; Ilya Shpitser; Eric Tchetgen Tchetgen (AISTATS, 2022)

Causality for Functional Longitudinal Data. - Andrew Ying (CLeaR, 2024)

Causal Identification for Complex Functional Longitudinal Studies. - Andrew Ying (ICLR, 2025)

Incremental Causal Effect for Time to Treatment Initialization. - Andrew Ying; Zhichen Zhao; Ronghui Xu (ICLR, 2025)